Ryan S. McGinnis

38 papers C 7Journal 21Unranked 10

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Collective sleep and activity patterns of college students from wearable devices. CoRR Mikaela Irene D. Fudolig, Laura SP Bloomfield, Matthew Price, Yoshi Meke Bird, Johanna E. Hidalgo, Julia Kim, Jordan Llorin, Juniper L. Lovato, Ellen W. McGinnis, Ryan S. McGinnis, Taylor H. Ricketts, Kathryn Stanton, Peter Sheridan Dodds, Christopher M. Danforth
2024	C	`conf`	Longitudinal Profiles of Heart Rate Variability in First-Year College Students Using Wearables. BSN Bryn C. Loftness, Johanna E. Hidalgo, Josh Cherian, Guido Mascia, Ryan S. McGinnis, Ellen W. McGinnis
2024	C	`conf`	Multimodal Markers of Transdiagnostic Childhood Mental Health Impairment. BSN Josh Cherian, Bryn C. Loftness, Jenna G. Cohen, Julia Halvorson-Phelan, Ellen W. McGinnis, Ryan S. McGinnis
2024	C	`conf`	Nightly Heart Rate Variability as a Biomarker of Mental Health Changes in College Students. BSN Guido Mascia, Ellen W. McGinnis, Mikaela Irene D. Fudolig, Laura SP Bloomfield, Matthew Price, Ryan S. McGinnis
2024	J	`jnl`	The ChAMP App: A Scalable mHealth Technology for Detecting Digital Phenotypes of Early Childhood Mental Health. IEEE J. Biomed. Health Informatics Bryn C. Loftness, Julia Halvorson-Phelan, Aisling O'Leary, Carter Bradshaw, Shania Prytherch, Isabel Berman, John B. Torous, William E. Copeland, Nick Cheney, Ryan S. McGinnis, Ellen W. McGinnis
2024	J	`jnl`	Using Wearable Digital Devices to Screen Children for Mental Health Conditions: Ethical Promises and Challenges. Sensors Aisling O'Leary, Timothy Lahey, Juniper L. Lovato, Bryn C. Loftness, Antranig Douglas, Joseph Skelton, Jenna G. Cohen, William E. Copeland, Ryan S. McGinnis, Ellen W. McGinnis
2023	—	`conf`	Discovering Digital Biomarkers of Panic Attack Risk in Consumer Wearables Data. EMBC Ellen W. McGinnis, Shania Lunna, Isabel Berman, Bryn C. Loftness, Skylar Bagdon, Christopher M. Danforth, Matthew Price, William E. Copeland, Ryan S. McGinnis
2023	—	`conf`	Preterm Preeclampsia Risk Modelling: Examining Hemodynamic, Biochemical, and Biophysical Markers Prior to Pregnancy. EMBC Bryn C. Loftness, Ira Bernstein, Carole A. McBride, Nick Cheney, Ellen W. McGinnis, Ryan S. McGinnis
2023	—	`conf`	Toward Digital Phenotypes of Early Childhood Mental Health via Unsupervised and Supervised Machine Learning. EMBC Bryn C. Loftness, Donna M. Rizzo, Julia Halvorson-Phelan, Aisling O'Leary, Shania Prytherch, Carter Bradshaw, Anna Jane Brown, Nick Cheney, Ellen W. McGinnis, Ryan S. McGinnis
2022	J	`jnl`	Advancing Digital Medicine with Wearables in the Wild. Sensors Ryan S. McGinnis, Ellen W. McGinnis
2022	J	`jnl`	Evaluation of Error-State Kalman Filter Method for Estimating Human Lower-Limb Kinematics during Various Walking Gaits. Sensors Michael V. Potter, Stephen M. Cain, Lauro V. Ojeda, Reed D. Gurchiek, Ryan S. McGinnis, Noel C. Perkins
2022	J	`jnl`	How Much Data Is Enough? A Reliable Methodology to Examine Long-Term Wearable Data Acquisition in Gait and Postural Sway. Sensors Brett M. Meyer, Paolo DePetrillo, Jaime Franco, Nicole Donahue, Samantha R. Fox, Aisling O'Leary, Bryn C. Loftness, Reed D. Gurchiek, Maura Buckley, Andrew J. Solomon, Sau Kuen Ng, Nick Cheney, Melissa Ceruolo, Ryan S. McGinnis
2022	—	`conf`	UVM KID Study: Identifying Multimodal Features and Optimizing Wearable Instrumentation to Detect Child Anxiety. EMBC Bryn C. Loftness, Julia Halvorson-Phelan, Aisling O'Leary, Nick Cheney, Ellen W. McGinnis, Ryan S. McGinnis
2022	J	`jnl`	Wearables-Only Analysis of Muscle and Joint Mechanics: An EMG-Driven Approach. IEEE Trans. Biomed. Eng. Reed D. Gurchiek, Nicole Donahue, Niccolo M. Fiorentino, Ryan S. McGinnis
2021	J	`jnl`	A Preliminary Investigation of the Effects of Obstacle Negotiation and Turning on Gait Variability in Adults with Multiple Sclerosis. Sensors Lara Weed, Casey Little, Susan L. Kasser, Ryan S. McGinnis
2021	C	`conf`	Adaptive Surface Electromyography Normalization for Long-Duration Recordings. BSN Samantha R. Fox, Reed D. Gurchiek, Anna T. Ursiny, Brett M. Meyer, Julianne M. Boughton, Ryan S. McGinnis
2021	J	`jnl`	Digital Phenotype for Childhood Internalizing Disorders: Less Positive Play and Promise for a Brief Assessment Battery. IEEE J. Biomed. Health Informatics Ellen W. McGinnis, Jordyn Scism, Jessica Hruschak, Maria Muzik, Katherine L. Rosenblum, Kate Fitzgerald, William C. Copeland, Ryan S. McGinnis
2021	J	`jnl`	Validation of Smartphone Based Heart Rate Tracking for Remote Treatment of Panic Attacks. IEEE J. Biomed. Health Informatics Ryan S. McGinnis, Ellen W. McGinnis, Christopher J. Petrillo, Jonathan Ferri, Jordyn Scism, Matthew Price
2021	J	`jnl`	Wearables and Deep Learning Classify Fall Risk From Gait in Multiple Sclerosis. IEEE J. Biomed. Health Informatics Brett M. Meyer, Lindsey J. Tulipani, Reed D. Gurchiek, Dakota A. Allen, Lukas Adamowicz, Dale Larie, Andrew J. Solomon, Nick Cheney, Ryan S. McGinnis
2020	—	`conf`	A Modular Open Source Health Monitoring Garment EMBC Blake Hewgill, Ryan S. McGinnis, Jeff Frolik
2020	J	`jnl`	Classification and Detection of Breathing Patterns with Wearable Sensors and Deep Learning. Sensors Kristin McClure, Brett Erdreich, Jason H. T. Bates, Ryan S. McGinnis, Axel Masquelin, Safwan Wshah
2020	J	`jnl`	Inertial Sensors - Applications and Challenges in a Nutshell. Sensors Thomas Seel, Manon Kok, Ryan S. McGinnis
2020	—	`conf`	Modeling Muscle Synergies as a Gaussian Process: Estimating Unmeasured Muscle Excitations using a Measured Subset. EMBC Reed D. Gurchiek, Anna T. Ursiny, Ryan S. McGinnis
2019	J	`jnl`	Estimating Biomechanical Time-Series with Wearable Sensors: A Systematic Review of Machine Learning Techniques. Sensors Reed D. Gurchiek, Nick Cheney, Ryan S. McGinnis
2019	J	`jnl`	Giving Voice to Vulnerable Children: Machine Learning Analysis of Speech Detects Anxiety and Depression in Early Childhood. IEEE J. Biomed. Health Informatics Ellen W. McGinnis, Steven P. Anderau, Jessica Hruschak, Reed D. Gurchiek, Nestor L. Lopez-Duran, Kate Fitzgerald, Katherine L. Rosenblum, Maria Muzik, Ryan S. McGinnis
2019	C	`conf`	Mobile Biofeedback Therapy for the Treatment of Panic Attacks: A Pilot Feasibility Study. BSN Ryan S. McGinnis, Ellen W. McGinnis, Christopher J. Petrillo, Matthew Price
2019	C	`conf`	Remote Gait Analysis Using Wearable Sensors Detects Asymmetric Gait Patterns in Patients Recovering from ACL Reconstruction. BSN Reed D. Gurchiek, Rebecca H. Choquette, Bruce D. Beynnon, James R. Slauterbeck, Timothy W. Tourville, Michael J. Toth, Ryan S. McGinnis
2019	J	`jnl`	Validation of Novel Relative Orientation and Inertial Sensor-to-Segment Alignment Algorithms for Estimating 3D Hip Joint Angles. Sensors Lukas Adamowicz, Reed D. Gurchiek, Jonathan Ferri, Anna T. Ursiny, Niccolo M. Fiorentino, Ryan S. McGinnis
2018	—	`conf`	Rapid Anxiety and Depression Diagnosis in Young Children Enabled by Wearable Sensors and Machine Learning. EMBC Ryan S. McGinnis, Ellen W. McGinnis, Jessica Hruschak, Nestor L. Lopez-Duran, Kate Fitzgerald, Katherine L. Rosenblum, Maria Muzik
2018	—	`conf`	Wearable sensors and machine learning diagnose anxiety and depression in young children. BHI Ryan S. McGinnis, Ellen W. McGinnis, Jessica Hruschak, Nestor L. Lopez-Duran, Kate Fitzgerald, Katherine L. Rosenblum, Maria Muzik
2018	C	`conf`	Wearable sensors capture differences in muscle activity and gait patterns during daily activity in patients recovering from ACL reconstruction. BSN Ryan S. McGinnis, Javier B. Redrado, Rebecca H. Choquette, Bruce D. Beynnon, James R. Slauterbeck, Timothy W. Tourville, Michael J. Toth
2017	J	`jnl`	Inertial sensor and cluster analysis for discriminating agility run technique and quantifying changes across load. Biomed. Signal Process. Control. Ryan S. McGinnis, Stephen M. Cain, Steven P. Davidson, Rachel V. Vitali, Scott G. McLean, Noel C. Perkins
2017	J	`jnl`	Method for Estimating Three-Dimensional Knee Rotations Using Two Inertial Measurement Units: Validation with a Coordinate Measurement Machine. Sensors Rachel V. Vitali, Stephen M. Cain, Ryan S. McGinnis, Antonia M. Zaferiou, Lauro V. Ojeda, Steven P. Davidson, Noel C. Perkins
2017	J	`jnl`	Movements Indicate Threat Response Phases in Children at Risk for Anxiety. IEEE J. Biomed. Health Informatics Ellen W. McGinnis, Ryan S. McGinnis, Maria Muzik, Jessica Hruschak, Nestor L. Lopez-Duran, Noel C. Perkins, Kate Fitzgerald, Katherine L. Rosenblum
2016	—	`conf`	A wearable computing platform for developing cloud-based machine learning models for health monitoring applications. EMBC Shyamal Patel, Ryan S. McGinnis, Ikaro Silva, Steve DiCristofaro, Nikhil Mahadevan, Elise Jortberg, Jaime Franco, Albert Martin, Joseph Lust, Milan Raj, Bryan McGrane, Paolo DePetrillo, Alexander J. Aranyosi, Melissa Ceruolo, Jesus Pindado, Roozbeh Ghaffari
2016	—	`conf`	Skin mounted accelerometer system for measuring knee range of motion. EMBC Ryan S. McGinnis, Shyamal Patel, Ikaro Silva, Nikhil Mahadevan, Steve DiCristofaro, Elise Jortberg, Melissa Ceruolo, Alexander J. Aranyosi
2015	J	`jnl`	Accuracy of Femur Angles Estimated by IMUs During Clinical Procedures Used to Diagnose Femoroacetabular Impingement. IEEE Trans. Biomed. Eng. Ryan S. McGinnis, Stephen M. Cain, Sui Tao, David Whiteside, Grant C. Goulet, Elizabeth C. Gardner, Asheesh Bedi, Noel C. Perkins
2012	J	`jnl`	A Highly Miniaturized, Wireless Inertial Measurement Unit for Characterizing the Dynamics of Pitched Baseballs and Softballs. Sensors Ryan S. McGinnis, Noel C. Perkins